Update README.md

README.md

@@ -1,3 +1,81 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+task_categories:
+- text-classification
+language:
+- en
+tags:
+- ycombinator
+- news
+- press
+- startup
+- announcements
+pretty_name: Y Combinator News Mentions
+size_categories:
+- n<1K
+---
+
+# Y Combinator News Mentions — Preview
+
+A small preview of news and press items mentioning YC companies. Useful for testing monitoring pipelines and enrichment flows. Get the full dataset with extended coverage and refreshes at https://www.thedataoutlet.com.
+
+> Buy the full dataset: https://www.thedataoutlet.com
+
+---
+
+## What you get in this preview
+
+- One CSV under 1,000 rows
+- Article metadata, company mapping, timestamps, and links
+
+**File list**
+
+- YC_News.csv
+
+## Quickstart
+
+    from datasets import load_dataset
+    ds = load_dataset("csv", data_files="YC_News.csv", split="train")
+    print(ds[0])
+
+    import pandas as pd
+    df = pd.read_csv("YC_News.csv")
+    df.head()
+
+## Suggested schema
+
+| Column         | Type   | Notes                                  |
+|----------------|--------|----------------------------------------|
+| Title          | string | Article title                          |
+| Outlet         | string | Publisher name                         |
+| Author         | string | If parsed                              |
+| Datetime       | string | ISO timestamp                          |
+| Url            | string | Article link                           |
+| Company        | string | Mapped YC company                      |
+| Batch          | string | W/S code if known                      |
+| Category       | string | Funding, product, hiring, etc.         |
+| Country        | string | Outlet or company region               |
+| Summary        | string | Short abstract if present              |
+| Image          | string | Image URL if present                   |
+| Date Accessed  | string | Collection timestamp                   |
+
+## Uses
+
+- News monitoring for portfolio ops
+- Lead list enrichment and alerts
+- LLM-powered IE experiments on startup news
+
+## Get the complete dataset
+
+The paid version includes more rows, cleaner joins, and scheduled refreshes.
+
+Purchase here: https://www.thedataoutlet.com
+
+## License and terms
+
+- Evaluation only. No redistribution. No resale.
+- Terms apply as listed on the purchase page.
+
+## Support
+
+Questions or custom coverage windows? Contact us via https://www.thedataoutlet.com and mention “YC News Mentions”.